EEG-based decoding of declarative memory formation

Taeho Kang, Yiyu Chen, Doyeon Kim, Siamac Fazli

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

This study examines the neural basis of long-term memory formation. Subjects are instructed to learn association pairs on a given day and their retention performance is recorded on the next. We perform statistical analysis as well as single-trial classification to investigate whether EEG is able to predict longterm memory formation in single trials. Our preliminary results confirm previous neurophysiological findings, and show that the prediction of long-term memory formation is possible.

Original languageEnglish
Title of host publication4th International Winter Conference on Brain-Computer Interface, BCI 2016
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Print)9781467378413
DOIs
Publication statusPublished - 2016 Apr 20
Event4th International Winter Conference on Brain-Computer Interface, BCI 2016 - Gangwon Province, Korea, Republic of
Duration: 2016 Feb 222016 Feb 24

Other

Other4th International Winter Conference on Brain-Computer Interface, BCI 2016
CountryKorea, Republic of
CityGangwon Province
Period16/2/2216/2/24

Fingerprint

Electroencephalography
Decoding
Data storage equipment
Statistical methods

ASJC Scopus subject areas

  • Human-Computer Interaction

Cite this

Kang, T., Chen, Y., Kim, D., & Fazli, S. (2016). EEG-based decoding of declarative memory formation. In 4th International Winter Conference on Brain-Computer Interface, BCI 2016 [7457460] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IWW-BCI.2016.7457460

EEG-based decoding of declarative memory formation. / Kang, Taeho; Chen, Yiyu; Kim, Doyeon; Fazli, Siamac.

4th International Winter Conference on Brain-Computer Interface, BCI 2016. Institute of Electrical and Electronics Engineers Inc., 2016. 7457460.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Kang, T, Chen, Y, Kim, D & Fazli, S 2016, EEG-based decoding of declarative memory formation. in 4th International Winter Conference on Brain-Computer Interface, BCI 2016., 7457460, Institute of Electrical and Electronics Engineers Inc., 4th International Winter Conference on Brain-Computer Interface, BCI 2016, Gangwon Province, Korea, Republic of, 16/2/22. https://doi.org/10.1109/IWW-BCI.2016.7457460
Kang T, Chen Y, Kim D, Fazli S. EEG-based decoding of declarative memory formation. In 4th International Winter Conference on Brain-Computer Interface, BCI 2016. Institute of Electrical and Electronics Engineers Inc. 2016. 7457460 https://doi.org/10.1109/IWW-BCI.2016.7457460
Kang, Taeho ; Chen, Yiyu ; Kim, Doyeon ; Fazli, Siamac. / EEG-based decoding of declarative memory formation. 4th International Winter Conference on Brain-Computer Interface, BCI 2016. Institute of Electrical and Electronics Engineers Inc., 2016.
@inproceedings{fe11a662541040668b02a213727265d1,
title = "EEG-based decoding of declarative memory formation",
abstract = "This study examines the neural basis of long-term memory formation. Subjects are instructed to learn association pairs on a given day and their retention performance is recorded on the next. We perform statistical analysis as well as single-trial classification to investigate whether EEG is able to predict longterm memory formation in single trials. Our preliminary results confirm previous neurophysiological findings, and show that the prediction of long-term memory formation is possible.",
author = "Taeho Kang and Yiyu Chen and Doyeon Kim and Siamac Fazli",
year = "2016",
month = "4",
day = "20",
doi = "10.1109/IWW-BCI.2016.7457460",
language = "English",
isbn = "9781467378413",
booktitle = "4th International Winter Conference on Brain-Computer Interface, BCI 2016",
publisher = "Institute of Electrical and Electronics Engineers Inc.",

}

TY - GEN

T1 - EEG-based decoding of declarative memory formation

AU - Kang, Taeho

AU - Chen, Yiyu

AU - Kim, Doyeon

AU - Fazli, Siamac

PY - 2016/4/20

Y1 - 2016/4/20

N2 - This study examines the neural basis of long-term memory formation. Subjects are instructed to learn association pairs on a given day and their retention performance is recorded on the next. We perform statistical analysis as well as single-trial classification to investigate whether EEG is able to predict longterm memory formation in single trials. Our preliminary results confirm previous neurophysiological findings, and show that the prediction of long-term memory formation is possible.

AB - This study examines the neural basis of long-term memory formation. Subjects are instructed to learn association pairs on a given day and their retention performance is recorded on the next. We perform statistical analysis as well as single-trial classification to investigate whether EEG is able to predict longterm memory formation in single trials. Our preliminary results confirm previous neurophysiological findings, and show that the prediction of long-term memory formation is possible.

UR - http://www.scopus.com/inward/record.url?scp=84969172376&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84969172376&partnerID=8YFLogxK

U2 - 10.1109/IWW-BCI.2016.7457460

DO - 10.1109/IWW-BCI.2016.7457460

M3 - Conference contribution

SN - 9781467378413

BT - 4th International Winter Conference on Brain-Computer Interface, BCI 2016

PB - Institute of Electrical and Electronics Engineers Inc.

ER -